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posibility to modify activation/basis function

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Shin
2016-02-23 23:11:22 +01:00
parent d9614b5796
commit bf4387a98f
1 changed files with 33 additions and 0 deletions
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33
include/NeuralNetwork/Neuron.h
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@@ -110,6 +110,10 @@ namespace NeuralNetwork
*/ */
virtual ActivationFunction::ActivationFunction& getActivationFunction() =0; virtual ActivationFunction::ActivationFunction& getActivationFunction() =0;
virtual void setBasisFunction(const BasisFunction::BasisFunction& basisFunction) =0;
virtual void setActivationFunction(const ActivationFunction::ActivationFunction &activationFunction) =0;
/** /**
* @brief id is identificator if neuron * @brief id is identificator if neuron
*/ */
@@ -167,6 +171,17 @@ namespace NeuralNetwork
virtual ActivationFunction::ActivationFunction& getActivationFunction() override { virtual ActivationFunction::ActivationFunction& getActivationFunction() override {
return *activation; return *activation;
} }
virtual void setBasisFunction(const BasisFunction::BasisFunction& basisFunction) override {
delete basis;
basis=basisFunction.clone();
}
virtual void setActivationFunction(const ActivationFunction::ActivationFunction &activationFunction) override {
delete activation;
activation=activationFunction.clone();
}
protected: protected:
BasisFunction::BasisFunction *basis; BasisFunction::BasisFunction *basis;
@@ -202,6 +217,15 @@ namespace NeuralNetwork
throw usageException("activation function"); throw usageException("activation function");
} }
virtual void setBasisFunction(const BasisFunction::BasisFunction&) override {
throw usageException("basis function");
}
virtual void setActivationFunction(const ActivationFunction::ActivationFunction &) override {
throw usageException("activation function");
}
}; };
class InputNeuron: public NeuronInterface { class InputNeuron: public NeuronInterface {
@@ -236,5 +260,14 @@ namespace NeuralNetwork
virtual ActivationFunction::ActivationFunction& getActivationFunction() override { virtual ActivationFunction::ActivationFunction& getActivationFunction() override {
throw usageException("activation function"); throw usageException("activation function");
} }
virtual void setBasisFunction(const BasisFunction::BasisFunction&) override {
throw usageException("basis function");
}
virtual void setActivationFunction(const ActivationFunction::ActivationFunction &) override {
throw usageException("activation function");
}
}; };
} }